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GB2587765B - Auto tuner for cloud micro services embeddings - Google Patents

Auto tuner for cloud micro services embeddings Download PDF

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Publication number
GB2587765B
GB2587765B GB2101375.0A GB202101375A GB2587765B GB 2587765 B GB2587765 B GB 2587765B GB 202101375 A GB202101375 A GB 202101375A GB 2587765 B GB2587765 B GB 2587765B
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United Kingdom
Prior art keywords
embeddings
micro services
auto tuner
cloud micro
cloud
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Active
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GB2101375.0A
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GB2587765A (en
GB202101375D0 (en
Inventor
Parthasarathy Srinivasan
Ravichandran Sushma
Oliveira Fabio
Eilam Tamar
Ashok Nagpurkar Priya
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International Business Machines Corp
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International Business Machines Corp
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Publication of GB2587765A publication Critical patent/GB2587765A/en
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Publication of GB2587765B publication Critical patent/GB2587765B/en
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G06F11/3428—Benchmarking
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5003—Managing SLA; Interaction between SLA and QoS
    • H04L41/5019—Ensuring fulfilment of SLA
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H04L67/1001—Protocols in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H04L67/1097—Protocols in which an application is distributed across nodes in the network for distributed storage of data in networks, e.g. transport arrangements for network file system [NFS], storage area networks [SAN] or network attached storage [NAS]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2201/00—Indexing scheme relating to error detection, to error correction, and to monitoring
    • G06F2201/81—Threshold
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/51—Discovery or management thereof, e.g. service location protocol [SLP] or web services

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Debugging And Monitoring (AREA)
  • Stored Programmes (AREA)
  • Combined Controls Of Internal Combustion Engines (AREA)
  • Feedback Control In General (AREA)
  • Computer And Data Communications (AREA)
GB2101375.0A 2018-10-12 2019-10-03 Auto tuner for cloud micro services embeddings Active GB2587765B (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/159,597 US10673708B2 (en) 2018-10-12 2018-10-12 Auto tuner for cloud micro services embeddings
PCT/IB2019/058416 WO2020075017A1 (en) 2018-10-12 2019-10-03 Auto tuner for cloud micro services embeddings

Publications (3)

Publication Number Publication Date
GB202101375D0 GB202101375D0 (en) 2021-03-17
GB2587765A GB2587765A (en) 2021-04-07
GB2587765B true GB2587765B (en) 2021-08-25

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
GB2101375.0A Active GB2587765B (en) 2018-10-12 2019-10-03 Auto tuner for cloud micro services embeddings

Country Status (6)

Country Link
US (1) US10673708B2 (en)
JP (1) JP7355404B2 (en)
CN (1) CN112567688B (en)
DE (1) DE112019003405T5 (en)
GB (1) GB2587765B (en)
WO (1) WO2020075017A1 (en)

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Also Published As

Publication number Publication date
DE112019003405T5 (en) 2021-04-22
GB2587765A (en) 2021-04-07
CN112567688A (en) 2021-03-26
JP7355404B2 (en) 2023-10-03
JP2022504087A (en) 2022-01-13
GB202101375D0 (en) 2021-03-17
CN112567688B (en) 2023-04-28
WO2020075017A1 (en) 2020-04-16
US20200120000A1 (en) 2020-04-16
US10673708B2 (en) 2020-06-02

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Effective date: 20210916